"metadata": {

"toc": true

},

"<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",

"<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Installation-for-ArcGIS-Pro-2.5.x-and-later\" data-toc-modified-id=\"Installation-for-ArcGIS-Pro-2.5.x-and-later-1\">Installation for ArcGIS Pro 2.5.x and later</a></span><ul class=\"toc-item\"><li><span><a href=\"#Installation-using-Python-Package-Manager\" data-toc-modified-id=\"Installation-using-Python-Package-Manager-1.1\">Installation using Python Package Manager</a></span></li><li><span><a href=\"#Installation-using-Python-Command-Prompt\" data-toc-modified-id=\"Installation-using-Python-Command-Prompt-1.2\">Installation using Python Command Prompt</a></span></li><li><span><a href=\"#Upgrade-package\" data-toc-modified-id=\"Upgrade-package-1.3\">Upgrade package</a></span></li></ul></li><li><span><a href=\"#Installation-using-Anaconda-for-Python-Distribution\" data-toc-modified-id=\"Installation-using-Anaconda-for-Python-Distribution-2\">Installation using Anaconda for Python Distribution</a></span><ul class=\"toc-item\"><li><ul class=\"toc-item\"><li><span><a href=\"#conda\" data-toc-modified-id=\"conda-2.0.1\">conda</a></span></li><li><span><a href=\"#Pipenv\" data-toc-modified-id=\"Pipenv-2.0.2\">Pipenv</a></span></li></ul></li></ul></li><li><span><a href=\"#Install-with-minimum-dependencies\" data-toc-modified-id=\"Install-with-minimum-dependencies-3\">Install with minimum dependencies</a></span></li><li><span><a href=\"#Installation-as-a-Docker-image\" data-toc-modified-id=\"Installation-as-a-Docker-image-4\">Installation as a Docker image</a></span></li><li><span><a href=\"#Install-Offline\" data-toc-modified-id=\"Install-Offline-5\">Install Offline</a></span><ul class=\"toc-item\"><li><ul class=\"toc-item\"><li><ul class=\"toc-item\"><li><span><a href=\"#1.-While-in-a-connected-environment,-download-the-appropriate-software-you'll-need:\" data-toc-modified-id=\"1.-While-in-a-connected-environment,-download-the-appropriate-software-you'll-need:-5.0.0.1\">1. While in a connected environment, download the appropriate software you'll need:</a></span></li><li><span><a href=\"#2.-Configure-Anaconda-for-use-in-the-disconnected-enviroment:\" data-toc-modified-id=\"2.-Configure-Anaconda-for-use-in-the-disconnected-enviroment:-5.0.0.2\">2. Configure Anaconda for use in the disconnected enviroment:</a></span></li><li><span><a href=\"#3.-Verify-the-install:\" data-toc-modified-id=\"3.-Verify-the-install:-5.0.0.3\">3. Verify the install:</a></span></li></ul></li></ul></li><li><span><a href=\"#Installation-for-older-versions\" data-toc-modified-id=\"Installation-for-older-versions-5.1\">Installation for older versions</a></span></li><li><span><a href=\"#Using-the-Deep-Learning-Frameworks-Installer\" data-toc-modified-id=\"Using-the-Deep-Learning-Frameworks-Installer-5.2\">Using the Deep Learning Frameworks Installer</a></span></li><li><span><a href=\"#Install-using-Python-Command-Prompt-or-Anaconda\" data-toc-modified-id=\"Install-using-Python-Command-Prompt-or-Anaconda-5.3\">Install using Python Command Prompt or Anaconda</a></span></li></ul></li><li><span><a href=\"#Test-your-install-with-jupyter-notebook\" data-toc-modified-id=\"Test-your-install-with-jupyter-notebook-6\">Test your install with jupyter notebook</a></span></li></ul></div>"

"To work with the deep learning tools in ArcGIS Pro 2.6, you need to install supported deep learning frameworks packages.\n",

"For instructions on how to install deep learning packages, see the [Install Deep Learning Frameworks Guide for ArcGIS Pro 2.6](https://pro.arcgis.com/en/pro-app/latest/help/analysis/deep-learning/install-deep-learning-frameworks.htm).\n",

"ArcGIS Pro 2.6 deep learning installer is now available at https://github.com/Esri/deep-learning-frameworks. This installer includes a broad collection of components, such as PyTorch, TensorFlow, Fast.ai and scikit-learn, for performing deep learning and machine learning tasks, a total collection of 95 packages. It adds packages to the default arcgispro-py3 environment. Any subsequent clones of that environment will also include this full collection of packages. "

" ```conda install -c esri gdal=2.3.3```"

"version": "3.6.10"

"gis = GIS(\"https://www.arcgis.com\", \"arcgis_python\", \"P@ssword123\")"

}

"gis = GIS(\"https://www.arcgis.com\", \"arcgis_python\", \"P@ssword123\")\n",

"agol_gis = GIS(url=\"https://arcgis.com/\", username='arcgis_python', password=\"P@ssword123\",\n",

" profile=\"AGOL_prof\")\n",

}

"The cell below is a generic placeholder to illustrate connecting to your GIS through a profile holding your specific credentials. This notebook accesses data shared within a particular ArcGIS Online Organization accessible with the following credentials:\n",

"\n",

"* url = https://www.arcgis.com\n",

"* username = arcgis_python\n",

"* password = P@ssword123\n",

"\n",

"So make a connection with the following syntax to continue running through the notebook:\n",

"`gis = GIS(\"https://www.arcgis.com\", \"arcgis_python\", \"P@ssword123\")`"

}

"* [Saving Spatiall Enabled DataFrames](#Saving-Spatially-Enabled-DataFrames)\n",

"GIS users need to work with both published layers on remote servers (web layers) and local data, but the ability to manipulate these datasets without permanentently copying the data is lacking. The `Spatial Enabled DataFrame` solves this problem because it is an in-memory object that can read, write and manipulate geospatial data.\n",

"We'll use the `AGE_45_54` column to query the dataframe and return a new `DataFrame` with a subset of records. We can use the built-in [`zip()`](https://docs.python.org/3/library/functions.html#zip) function to print the data frame attribute field names, and then use data frame syntax to view specific attribute fields in the output:"

"* If the **ArcPy** module is not installed, the SEDF [`from_featureclass`](https://esri.github.io/arcgis-python-api/apidoc/html/arcgis.features.toc.html?arcgis.features.GeoAccessor.from_featureclass#arcgis.features.GeoAccessor.from_featureclass) method only supports consuming an Esri [`shapefile`](http://desktop.arcgis.com/en/arcmap/latest/manage-data/shapefiles/what-is-a-shapefile.htm)\n",

"> You must have `fiona` installed if you use the `from_featureclass()` method to read a featureclass from FileGDB with a Python interpreter that does not have access to `ArcPy`.\n"

"gis = GIS('https://www.arcgis.com', 'arcgis_python', 'P@ssword123')"

}

"gis = GIS(\"https://www.arcgis.com\",\"arcgis_python\",\"P@ssword123\")"

}

"gis = GIS(\"https://www.arcgis.com\",\"arcgis_python\",\"P@ssword123\")"

}

"If you have already set up a profile to connect to your ArcGIS Online organization, execute the cell below to load the profile and create the GIS class object. If not, use a traditional username/password log-in e.g. `my_gis = GIS('https://www.arcgis.com', 'arcgis_python', 'P@ssword123', verify_cert=False, set_active=True)`"

}